Essays about: "movie prediction"
Showing result 1 - 5 of 17 essays containing the words movie prediction.
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1. Recommender Systems Using Limited Dataset Sizes
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In order to create personalized recommendations for users on services such as e-commerce websites and streaming platforms, recommender systems often utilize various machine learning techniques. A common technique used in recommender systems is collaborative filtering which creates rating predictions based on similar users’ interests. READ MORE
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2. Forecasting U.S. Movie Gross Revenues : A Random Forest Classifier Approach Based on Pre-production Data
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Blockbusters screening in cinemas often include star-studded casts in hope of becoming profitable. However, producing a movie is associated with great risk. More than half of the movies released between 2008 and 2012 in the U.S. READ MORE
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3. Lost in Translation - A study exploring how the origin of the story affects a movie's financial success
University essay from Handelshögskolan i Stockholm/Institutionen för nationalekonomiAbstract : The purpose of this study is to investigate how the Return-on-Investment of a movie is impacted by the origin of the movie's story, for instance an existing fictional book, a real-life event or an original script. The objective is to better understand the potential financial success of a movie at the very early pre-production stage, minimising investment risks and optimising portfolio strategy. READ MORE
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4. Style Transfer Paraphrasing for Consistency Training in Sentiment Classification
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Text data is easy to retrieve but often expensive to classify, which is why labeled textual data is a resource often lacking in quantity. However, the use of labeled data is crucial in supervised tasks such as text classification, but semi-supervised learning algorithms have shown that the use of unlabeled data during training has the potential to improve model performance, even in comparison to a fully supervised setting. READ MORE
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5. Movie prediction based on movie scriptsusing Natural Language Processing and Machine Learning Algorithms
University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskapAbstract : .... READ MORE
